- author = "Adane Tarekegn and Fulvio Ricceri and Giuseppe Costa and Elisa Ferracin and Mario Giacobini",
- title = "Detection of Frailty using Genetic Programming : The Case of Older People in {Piedmont, Italy}",
- booktitle = "EuroGP 2020: Proceedings of the 23rd European Conference on Genetic Programming",
- year = "2020",
- month = "15-17 " # apr,
- editor = "Ting Hu and Nuno Lourenco and Eric Medvet",
- series = "LNCS",
- volume = "12101",
- publisher = "Springer Verlag",
- address = "Seville, Spain",
- pages = "228--243",
- organisation = "EvoStar, Species",
- keywords = "genetic algorithms, genetic programming, healthinformatics, old age, OAP, human Frailty, Prediction, class Imbalanced data",
- isbn13 = "978-3-030-44093-0",
-
video_url = "
https://www.youtube.com/watch?v=uUPibE2s5_0",
-
DOI = "
doi:10.1007/978-3-030-44094-7_15",
- abstract = "Frailty appears to be the most problematic expression of elderly people. Frail older adults have a high risk of mortality, hospitalization, disability and other adverse outcomes, resulting in burden to individuals, their families, health care services and society. Early detection and screening would help to deliver preventive interventions and reduce the burden of frailty. For this purpose, several studies have been conducted to detect frailty that demonstrates its association with mortality and other health outcomes. Most of these studies have concentrated on the possible risk factors associated with frailty in the elderly population; however, efforts to identify and predict groups of elderly people who are at increased risk of frailty is still challenging in clinical settings. In this paper, Genetic Programming (GP) is exploited to detect and define frailty based on the whole elderly population of the Piedmont, Italy, using administrative databases of clinical characteristics and so...",
-
notes = "Also known as
\cite{DBLP:conf/eurogp/TarekegnRCFG20}.
http://www.evostar.org/2020/cfp_eurogp.php Part of \cite{Hu:2020:GP} EuroGP'2020 held in conjunction with EvoCOP2020, EvoMusArt2020 and EvoApplications2020",
